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 ('toyota', 'prius', 2016.0, 43000.0, 16900.0, 4.145799305150463),
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 ('toyota', 'prius', 2016.0, 43169.0, 22998.0, -0.16598476993055555),
 ('toyota', 'prius', 2016.0, 45000.0, 19900.0, 11.947882720081019),
 ('toyota', 'prius', 2016.0, 46683.0, 2016.0, 6.283299346168982),
 ('toyota', 'prius', 2016.0, 54000.0, 16986.0, -24.522256320474536),
 ('toyota', 'prius', 2016.0, 59878.0, 22900.0, -0.040311793449074075),
 ('toyota', 'prius', 2016.0, 60000.0, 17995.0, -0.04517298935185185),
 ('toyota', 'prius', 2016.0, 60000.0, 17995.0, -0.04515153578703704),
 ('toyota', 'prius', 2016.0, 74000.0, 15500.0, 10.151354933495371),
 ('toyota', 'prius', 2016.0, 91069.0, 16977.0, -0.1660062850462963),
 ('toyota', 'prius', 2016.0, 91069.0, 16977.0, -0.16598474799768517),
 ('toyota', 'prius', 2016.0, 100000.0, 16966.0, -0.08197845576388889),
 ('toyota', 'prius', 2016.0, 122000.0, 11500.0, 14.974966064340277),
 ('toyota', 'prius', 2017.0, 30.0, 24000.0, 25.164552733738425),
 ('toyota', 'prius', 2017.0, 262.0, 4950.0, 59.23191369758102),
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 ('toyota', 'prius', 2017.0, 15065.0, 24998.0, -0.12431807430555555),
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 ('toyota', 'prius', 2017.0, 21000.0, 2017.0, 9.34233042960648),
 ('toyota', 'prius', 2017.0, 21000.0, 19997.0, 15.214552699675925),
 ('toyota', 'prius', 2017.0, 21000.0, 19997.0, 15.254136035185185),
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 ('toyota', 'prius', 2017.0, 100000.0, 19692.0, -0.07989176430555556),
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 ('toyota', 'prius', 2018.0, 1.0, 27169.0, 69.18608717525463),
 ('toyota', 'prius', 2018.0, 45.0, 5350.0, 7.088864855243056),
 ('toyota', 'prius', 2018.0, 100.0, 20000.0, 69.40969828855324),
 ('toyota', 'prius', 2018.0, 1000.0, 21300.0, 23.427059346331017),
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 ('toyota', 'prius', 2018.0, 7099.0, 27400.0, -0.038218424328703704),
 ('toyota', 'prius', 2018.0, 10000.0, 2018.0, 9.444420429039353),
 ('toyota', 'prius', 2018.0, 12000.0, 21999.0, 80.08469829949074),
 ('toyota', 'prius', 2018.0, 12000.0, 22995.0, 46.38886492885417),
 ('toyota', 'prius', 2018.0, 26830.0, 19072.0, -0.16460736482638888),
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 ('toyota', 'prius', 2018.0, 27555.0, 19072.0, -0.04099628209490741),
 ('toyota', 'prius', 2018.0, 27555.0, 19072.0, -0.040996275543981484),
 ('toyota', 'prius', 2018.0, 27555.0, 19072.0, -0.04030182672453704),
 ('toyota', 'prius', 2018.0, 27555.0, 19072.0, -0.039607377916666665),
 ('toyota', 'prius', 2018.0, 29187.0, 18872.0, -0.039607369155092595),
 ('toyota', 'prius', 2018.0, 32666.0, 19995.0, -0.12224622032407408),
 ('toyota', 'prius', 2018.0, 100000.0, 22481.0, -0.08057958193287038),
 ('toyota', 'prius', 2019.0, 63.0, 26975.0, 165.75900971607638),
 ('toyota', 'prius', 2019.0, 695.0, 26750.0, -0.14724029496527777),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.847204180046296),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.8478986339699075),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.847898640775463),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.8478986454976853),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.8478986502314814),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.847898654583333),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.8888708424189815),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.888870844560185),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.889565295451389),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.889565297604167),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.8895653099421295),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.889565314351852),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.8895653190856483),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.9312319945023146),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.9722041821875),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.972898637615741),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.9728986567824074),
 ('toyota', 'prius', 2019.0, 2420.0, 26460.0, 2.972898658946759),
 ('toyota', 'prius', 2019.0, 3000.0, 32435.0, 2.8472041736111113),
 ('toyota', 'prius', 2019.0, 3227.0, 20498.0, 0.8548430515856481),
 ('toyota', 'prius', 2019.0, 3647.0, 26990.0, 2.8333152825462964),
 ('toyota', 'prius', 2019.0, 8343.0, 27995.0, 1.837481944837963),
 ('toyota', 'prius', 2019.0, 14129.0, 22000.0, 0.845120825),
 ('toyota', 'prius', 2019.0, 100000.0, 26188.0, -0.0021014016203703702)}

class Car():
    def __init__(self,*args):
        self.make = args[0]
        self.model = args[1]
        self.year = args[2]
        self.mileage = args[3]
        self.price = args[4]
        self.time_posted = args[5]

distinct_priuses = {
        (p[3], p[4]): Car(*p)
        for p in raw_priuses
    }

# filter out values with mileage < 1000 and price > 1000 as many of these are clearly bad data
priuses = [p for p in distinct_priuses.values() if p.mileage > 1000 and p.price > 1000]